{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/krzysztofpelc/Dropbox/multiple_imputation/replication/replication_log.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}30 Jun 2017, 12:02:59

{com}. do "/var/folders/__/ndnc2sr11nlghk5vdq64mn780000gn/T//SD09124.000000"
{txt}
{com}. * When Can Multiple Imputation Improve Regression Estimates? *
. * Vincent Arel-Bundock (vincent.arel-bundock@umontreal.ca) and Krzysztof J. Pelc (kj.pelc@mcgill.ca) *
. * 2017-06-30 *
. 
{txt}end of do-file

{com}. clear

. * Set directory 

. cd "/Users/krzysztofpelc/Dropbox/multiple_imputation/replication"
{res}/Users/krzysztofpelc/Dropbox/multiple_imputation/replication

{com}. do "/var/folders/__/ndnc2sr11nlghk5vdq64mn780000gn/T//SD09124.000000"
{txt}
{com}. 
. * Use Lall's (2016) imputed dataset
. use "P2011 WP Imp Data.dta", clear
{txt}(Written by R.              )

{com}. 
. * Model 1: Pelc's original results (imp == 0 identifies the pre-imputation data)
. reg overhang1 mfn logGDPcap logGDPconst  xpolity  logimportsprod ldc agri recententrant xchangedum944 ADuserconsist95 if imp==0, cluster(reporter)

{txt}Linear regression                                      Number of obs ={res}  163097
                                                       {txt}F( 10,    81) ={res}   17.68
                                                       {txt}Prob > F      = {res} 0.0000
                                                       {txt}R-squared     = {res} 0.3345
                                                       {txt}Root MSE      = {res} 21.681

{txt}{ralign 81:(Std. Err. adjusted for {res:82} clusters in reporter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}      overhang1{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}mfn {c |}{col 17}{res}{space 2} -.521582{col 29}{space 2} .0809576{col 40}{space 1}   -6.44{col 49}{space 3}0.000{col 57}{space 4}-.6826623{col 70}{space 3}-.3605018
{txt}{space 6}logGDPcap {c |}{col 17}{res}{space 2}-1.708053{col 29}{space 2} 3.299628{col 40}{space 1}   -0.52{col 49}{space 3}0.606{col 57}{space 4}-8.273278{col 70}{space 3} 4.857171
{txt}{space 4}logGDPconst {c |}{col 17}{res}{space 2} .8941864{col 29}{space 2} 1.315294{col 40}{space 1}    0.68{col 49}{space 3}0.499{col 57}{space 4}-1.722835{col 70}{space 3} 3.511208
{txt}{space 8}xpolity {c |}{col 17}{res}{space 2} .1247473{col 29}{space 2} .3191839{col 40}{space 1}    0.39{col 49}{space 3}0.697{col 57}{space 4}-.5103286{col 70}{space 3} .7598232
{txt}{space 1}logimportsprod {c |}{col 17}{res}{space 2} .0905133{col 29}{space 2} .1651933{col 40}{space 1}    0.55{col 49}{space 3}0.585{col 57}{space 4}-.2381694{col 70}{space 3} .4191961
{txt}{space 12}ldc {c |}{col 17}{res}{space 2} 4.667248{col 29}{space 2} 7.453396{col 40}{space 1}    0.63{col 49}{space 3}0.533{col 57}{space 4}-10.16267{col 70}{space 3} 19.49717
{txt}{space 11}agri {c |}{col 17}{res}{space 2}  23.9293{col 29}{space 2} 3.772996{col 40}{space 1}    6.34{col 49}{space 3}0.000{col 57}{space 4} 16.42222{col 70}{space 3} 31.43638
{txt}{space 2}recententrant {c |}{col 17}{res}{space 2}-5.023191{col 29}{space 2} .6311571{col 40}{space 1}   -7.96{col 49}{space 3}0.000{col 57}{space 4}-6.278995{col 70}{space 3}-3.767386
{txt}{space 2}xchangedum944 {c |}{col 17}{res}{space 2}-9.908613{col 29}{space 2} 3.827663{col 40}{space 1}   -2.59{col 49}{space 3}0.011{col 57}{space 4}-17.52446{col 70}{space 3}-2.292763
{txt}ADuserconsist95 {c |}{col 17}{res}{space 2}-16.16843{col 29}{space 2} 7.717837{col 40}{space 1}   -2.09{col 49}{space 3}0.039{col 57}{space 4}-31.52451{col 70}{space 3}-.8123563
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 22.05197{col 29}{space 2} 38.36156{col 40}{space 1}    0.57{col 49}{space 3}0.567{col 57}{space 4} -54.2755{col 70}{space 3} 98.37944
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est store m1
{txt}
{com}. 
. * Set imputation data
. mi import flong, m(imp) id(reporter case) imp(mfn-xchangeXAD)
{txt}{p}
(381288 {it:m}=0 obs. now marked as incomplete)
{p_end}

{com}. 
. * Model 2: Lall's replication
. mi estimate, esampvaryok post: reg overhang1 mfn logGDPcap logGDPconst  xpolity  logimportsprod ldc agri recententrant xchangedum944 ADuserconsist95, cluster(reporter)
{res}
{txt}Multiple-imputation estimates{col 51}Imputations{col 67}= {res}        14
{txt}Linear regression{col 51}Number of obs{col 67}= {res}    385798
{txt}{col 51}Average RVI{col 67}= {res}    0.0066
{txt}{col 51}Largest FMI{col 67}= {res}    0.0432
{txt}{col 51}Complete DF{col 67}= {res}       107
{txt}DF adjustment:{ralign 15: {res:Small sample}}{col 51}DF:     min{col 67}= {res}     99.31
{txt}{col 51}        avg{col 67}= {res}    104.41
{txt}{col 51}        max{col 67}= {res}    105.03
{txt}Model F test:{ralign 16: {res:Equal FMI}}{col 51}F({res}  10{txt},{res}  105.0{txt}){col 67}= {res}     36.11
{txt}Within VCE type: {ralign 12:{res:Robust}}{col 51}Prob > F{col 67}= {res}    0.0000

{txt}{ralign 81:(Within VCE adjusted for {res:108} clusters in reporter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      overhang1{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}mfn {c |}{col 17}{res}{space 2}-.3482751{col 29}{space 2} .0643801{col 40}{space 1}   -5.41{col 49}{space 3}0.000{col 57}{space 4}-.4759356{col 70}{space 3}-.2206146
{txt}{space 6}logGDPcap {c |}{col 17}{res}{space 2}-1.243005{col 29}{space 2} 1.704083{col 40}{space 1}   -0.73{col 49}{space 3}0.467{col 57}{space 4}-4.621887{col 70}{space 3} 2.135877
{txt}{space 4}logGDPconst {c |}{col 17}{res}{space 2}-2.849748{col 29}{space 2}  .900366{col 40}{space 1}   -3.17{col 49}{space 3}0.002{col 57}{space 4}-4.635002{col 70}{space 3}-1.064494
{txt}{space 8}xpolity {c |}{col 17}{res}{space 2}  .177109{col 29}{space 2}  .130827{col 40}{space 1}    1.35{col 49}{space 3}0.179{col 57}{space 4}-.0823052{col 70}{space 3} .4365232
{txt}{space 1}logimportsprod {c |}{col 17}{res}{space 2} .0316406{col 29}{space 2} .1115832{col 40}{space 1}    0.28{col 49}{space 3}0.777{col 57}{space 4}-.1897562{col 70}{space 3} .2530373
{txt}{space 12}ldc {c |}{col 17}{res}{space 2} 3.406932{col 29}{space 2} 4.754187{col 40}{space 1}    0.72{col 49}{space 3}0.475{col 57}{space 4}-6.019781{col 70}{space 3} 12.83364
{txt}{space 11}agri {c |}{col 17}{res}{space 2} 19.04208{col 29}{space 2} 2.800035{col 40}{space 1}    6.80{col 49}{space 3}0.000{col 57}{space 4} 13.49014{col 70}{space 3} 24.59401
{txt}{space 2}recententrant {c |}{col 17}{res}{space 2} -4.61227{col 29}{space 2} .4478673{col 40}{space 1}  -10.30{col 49}{space 3}0.000{col 57}{space 4}-5.500317{col 70}{space 3}-3.724223
{txt}{space 2}xchangedum944 {c |}{col 17}{res}{space 2}-3.965126{col 29}{space 2}  3.85649{col 40}{space 1}   -1.03{col 49}{space 3}0.306{col 57}{space 4}-11.61182{col 70}{space 3} 3.681563
{txt}ADuserconsist95 {c |}{col 17}{res}{space 2}-8.695585{col 29}{space 2} 5.360496{col 40}{space 1}   -1.62{col 49}{space 3}0.108{col 57}{space 4}-19.32444{col 70}{space 3} 1.933269
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 104.7389{col 29}{space 2} 25.13732{col 40}{space 1}    4.17{col 49}{space 3}0.000{col 57}{space 4} 54.89648{col 70}{space 3} 154.5814
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est store m2
{txt}
{com}. 
. * Tag theoretically irrelevant observations
. gen miss_overhang1_=1 if imp==0 & overhang1==.
{txt}(5697940 missing values generated)

{com}. replace miss_overhang1_=0 if imp==0 & overhang1!=.
{txt}(296768 real changes made)

{com}. bysort case: egen miss_overhang1=max( miss_overhang1_ )
{txt}
{com}. 
. * Fill-in the "fully floating exchange rate" variable where missing from Reinhart & Rogoff and true value is known
. /* EU */ replace xchangedum944=1 if reporter==918
{txt}(222090 real changes made)

{com}. /* Taiwan, China */ replace xchangedum944=0 if reporter==158
{txt}(72075 real changes made)

{com}. /* Angola */ replace xchangedum944=0 if reporter==24
{txt}(63345 real changes made)

{com}. /* Namibia */ replace xchangedum944=0 if reporter==516
{txt}(59265 real changes made)

{com}. /* Fiji */ replace xchangedum944=0 if reporter==242
{txt}(57270 real changes made)

{com}. /* Oman */ replace xchangedum944=0 if reporter==512
{txt}(52365 real changes made)

{com}. /* Cuba */ replace xchangedum944=0 if reporter==192
{txt}(50760 real changes made)

{com}. /* Macao */ replace xchangedum944=0 if reporter==446
{txt}(48690 real changes made)

{com}. /* Macedonia */ replace xchangedum944=0 if reporter==807
{txt}(47070 real changes made)

{com}. /* St-Kitts and Nevis */ replace xchangedum944=0 if reporter==659
{txt}(34530 real changes made)

{com}. /* Rwanda */ replace xchangedum944=0 if reporter==646
{txt}(24255 real changes made)

{com}. /* Djibouti */ replace xchangedum944=0 if reporter==262
{txt}(16140 real changes made)

{com}. 
. * Fill-in two missing countries for AD actions: St-Kitts and Trinidad and Tobago, both non-users in 1995. 
. replace  ADuserconsist95=0 if reporter==659 | reporter==780
{txt}(93435 real changes made)

{com}. 
. * Model 3: Excluding irrelevant observations + filling-in true values
. mi estimate, esampvaryok post: reg overhang1 mfn logGDPcap logGDPconst  xpolity  logimportsprod ldc agri recententrant xchangedum944 ADuserconsist95 if miss_overhang1==0, cluster(reporter)
{res}
{txt}Multiple-imputation estimates{col 51}Imputations{col 67}= {res}        14
{txt}Linear regression{col 51}Number of obs{col 67}= {res}    296768
{txt}{col 51}Average RVI{col 67}= {res}    0.0023
{txt}{col 51}Largest FMI{col 67}= {res}    0.0209
{txt}{col 51}Complete DF{col 67}= {res}       106
{txt}DF adjustment:{ralign 15: {res:Small sample}}{col 51}DF:     min{col 67}= {res}    101.63
{txt}{col 51}        avg{col 67}= {res}    103.83
{txt}{col 51}        max{col 67}= {res}    104.05
{txt}Model F test:{ralign 16: {res:Equal FMI}}{col 51}F({res}  10{txt},{res}  104.0{txt}){col 67}= {res}     25.08
{txt}Within VCE type: {ralign 12:{res:Robust}}{col 51}Prob > F{col 67}= {res}    0.0000

{txt}{ralign 81:(Within VCE adjusted for {res:107} clusters in reporter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      overhang1{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}mfn {c |}{col 17}{res}{space 2}-.4026092{col 29}{space 2} .0812565{col 40}{space 1}   -4.95{col 49}{space 3}0.000{col 57}{space 4} -.563743{col 70}{space 3}-.2414754
{txt}{space 6}logGDPcap {c |}{col 17}{res}{space 2}-.6816602{col 29}{space 2} 2.277566{col 40}{space 1}   -0.30{col 49}{space 3}0.765{col 57}{space 4}-5.198133{col 70}{space 3} 3.834813
{txt}{space 4}logGDPconst {c |}{col 17}{res}{space 2}-2.158697{col 29}{space 2} 1.053602{col 40}{space 1}   -2.05{col 49}{space 3}0.043{col 57}{space 4}-4.248019{col 70}{space 3}-.0693758
{txt}{space 8}xpolity {c |}{col 17}{res}{space 2} .1880969{col 29}{space 2} .2165651{col 40}{space 1}    0.87{col 49}{space 3}0.387{col 57}{space 4}-.2413595{col 70}{space 3} .6175534
{txt}{space 1}logimportsprod {c |}{col 17}{res}{space 2} .0058336{col 29}{space 2} .1283282{col 40}{space 1}    0.05{col 49}{space 3}0.964{col 57}{space 4}-.2487158{col 70}{space 3} .2603829
{txt}{space 12}ldc {c |}{col 17}{res}{space 2}   5.1478{col 29}{space 2} 6.701934{col 40}{space 1}    0.77{col 49}{space 3}0.444{col 57}{space 4}-8.142312{col 70}{space 3} 18.43791
{txt}{space 11}agri {c |}{col 17}{res}{space 2} 18.81553{col 29}{space 2} 3.045812{col 40}{space 1}    6.18{col 49}{space 3}0.000{col 57}{space 4} 12.77561{col 70}{space 3} 24.85545
{txt}{space 2}recententrant {c |}{col 17}{res}{space 2}-4.576699{col 29}{space 2} .6170183{col 40}{space 1}   -7.42{col 49}{space 3}0.000{col 57}{space 4}-5.800262{col 70}{space 3}-3.353136
{txt}{space 2}xchangedum944 {c |}{col 17}{res}{space 2}-7.757628{col 29}{space 2} 4.657203{col 40}{space 1}   -1.67{col 49}{space 3}0.099{col 57}{space 4}-16.99299{col 70}{space 3} 1.477732
{txt}ADuserconsist95 {c |}{col 17}{res}{space 2}-11.08442{col 29}{space 2} 6.678302{col 40}{space 1}   -1.66{col 49}{space 3}0.100{col 57}{space 4}-24.32767{col 70}{space 3} 2.158818
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 85.48774{col 29}{space 2} 31.42158{col 40}{space 1}    2.72{col 49}{space 3}0.008{col 57}{space 4} 23.17792{col 70}{space 3} 147.7976
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est store m3
{txt}
{com}. 
. * Model 4: Excluding irrelevant observations + filling-in true values + excluding 5 island nations
. mi estimate, esampvaryok post: reg overhang1 mfn logGDPcap logGDPconst  xpolity  logimportsprod ldc agri recententrant xchangedum944 ADuserconsist95 if miss_overhang1==0 & reporter!=659 & reporter!=212 & reporter!=28 & reporter!=662 & reporter!=308, cluster(reporter)
{res}
{txt}Multiple-imputation estimates{col 51}Imputations{col 67}= {res}        14
{txt}Linear regression{col 51}Number of obs{col 67}= {res}    284286
{txt}{col 51}Average RVI{col 67}= {res}    0.0096
{txt}{col 51}Largest FMI{col 67}= {res}    0.0805
{txt}{col 51}Complete DF{col 67}= {res}       101
{txt}DF adjustment:{ralign 15: {res:Small sample}}{col 51}DF:     min{col 67}= {res}     87.62
{txt}{col 51}        avg{col 67}= {res}     98.01
{txt}{col 51}        max{col 67}= {res}     99.06
{txt}Model F test:{ralign 16: {res:Equal FMI}}{col 51}F({res}  10{txt},{res}   99.0{txt}){col 67}= {res}     19.97
{txt}Within VCE type: {ralign 12:{res:Robust}}{col 51}Prob > F{col 67}= {res}    0.0000

{txt}{ralign 81:(Within VCE adjusted for {res:102} clusters in reporter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      overhang1{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}mfn {c |}{col 17}{res}{space 2}-.4405744{col 29}{space 2} .0832212{col 40}{space 1}   -5.29{col 49}{space 3}0.000{col 57}{space 4}-.6057021{col 70}{space 3}-.2754467
{txt}{space 6}logGDPcap {c |}{col 17}{res}{space 2}-1.719145{col 29}{space 2} 2.328633{col 40}{space 1}   -0.74{col 49}{space 3}0.462{col 57}{space 4}-6.339627{col 70}{space 3} 2.901337
{txt}{space 4}logGDPconst {c |}{col 17}{res}{space 2}-.6635901{col 29}{space 2} 1.040346{col 40}{space 1}   -0.64{col 49}{space 3}0.525{col 57}{space 4}-2.727854{col 70}{space 3} 1.400673
{txt}{space 8}xpolity {c |}{col 17}{res}{space 2} .1729772{col 29}{space 2} .2337437{col 40}{space 1}    0.74{col 49}{space 3}0.461{col 57}{space 4}-.2908183{col 70}{space 3} .6367728
{txt}{space 1}logimportsprod {c |}{col 17}{res}{space 2}-.0565871{col 29}{space 2} .1288943{col 40}{space 1}   -0.44{col 49}{space 3}0.662{col 57}{space 4}-.3127531{col 70}{space 3}  .199579
{txt}{space 12}ldc {c |}{col 17}{res}{space 2} 6.989426{col 29}{space 2} 6.408621{col 40}{space 1}    1.09{col 49}{space 3}0.278{col 57}{space 4}-5.726581{col 70}{space 3} 19.70543
{txt}{space 11}agri {c |}{col 17}{res}{space 2} 17.44602{col 29}{space 2} 3.061458{col 40}{space 1}    5.70{col 49}{space 3}0.000{col 57}{space 4} 11.37146{col 70}{space 3} 23.52057
{txt}{space 2}recententrant {c |}{col 17}{res}{space 2} -4.60181{col 29}{space 2} .6800494{col 40}{space 1}   -6.77{col 49}{space 3}0.000{col 57}{space 4}-5.951166{col 70}{space 3}-3.252453
{txt}{space 2}xchangedum944 {c |}{col 17}{res}{space 2}  -10.356{col 29}{space 2}  4.58063{col 40}{space 1}   -2.26{col 49}{space 3}0.026{col 57}{space 4}-19.44492{col 70}{space 3}-1.267091
{txt}ADuserconsist95 {c |}{col 17}{res}{space 2}-12.86646{col 29}{space 2} 6.586901{col 40}{space 1}   -1.95{col 49}{space 3}0.054{col 57}{space 4} -25.9362{col 70}{space 3} .2032915
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 58.50255{col 29}{space 2} 30.85948{col 40}{space 1}    1.90{col 49}{space 3}0.061{col 57}{space 4}-2.728967{col 70}{space 3} 119.7341
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est store m4
{txt}
{com}. 
. * Print regression table
. label var mfn "Applied Rate"
{txt}
{com}. label var logGDPcap "Logged GDP per capita"
{txt}
{com}. label var logGDPconst "Logged GDP"
{txt}
{com}. label var xpolity "Regime"
{txt}
{com}. label var logimportsprod "Logged Products Imports"
{txt}
{com}. label var agri "Agricultural Product"
{txt}
{com}. label var ldc "LDC dummy"
{txt}
{com}. label var recententrant "Recent Entrant"
{txt}
{com}. label var xchangedum944 "Fully Floating Currency"
{txt}
{com}. label var ADuserconsist95 "Remedies User"
{txt}
{com}. 
. esttab m1 m2 m3 m4, replace cells(b(star fmt(%9.3f)) se(par fmt(%9.3f))) title(The Effect of Policy Substitutes on Tariff Flexibility: Replicated vs. Imputed Data  \label{c -(}repl{c )-}) style(tex) compress legend varlabels(_cons Constant) star(* 0.10 ** 0.05 *** 0.01) label stats(N r2 rmse, fmt(0 2 3) label(N R-squared )) 
{res}
{txt}The Effect of Policy Substitutes on Tariff Flexibility: Replicated vs. Imputed Data \label{repl}
{txt}{hline 68}
{txt}                       (1)          (2)          (3)          (4)   \\
{txt}                 overhang1    overhang1    overhang1    overhang1   \\
{txt}                      b/se         b/se         b/se         b/se   \\
{txt}{hline 68}
{txt}Applied Rate    {res}    -0.522***    -0.348***    -0.403***    -0.441***{txt}\\
                {res}   (0.081)      (0.064)      (0.081)      (0.083)   {txt}\\
{txt}Logged GDP per~a{res}    -1.708       -1.243       -0.682       -1.719   {txt}\\
                {res}   (3.300)      (1.704)      (2.278)      (2.329)   {txt}\\
{txt}Logged GDP      {res}     0.894       -2.850***    -2.159**     -0.664   {txt}\\
                {res}   (1.315)      (0.900)      (1.054)      (1.040)   {txt}\\
{txt}Regime          {res}     0.125        0.177        0.188        0.173   {txt}\\
                {res}   (0.319)      (0.131)      (0.217)      (0.234)   {txt}\\
{txt}Logged Product~s{res}     0.091        0.032        0.006       -0.057   {txt}\\
                {res}   (0.165)      (0.112)      (0.128)      (0.129)   {txt}\\
{txt}LDC dummy       {res}     4.667        3.407        5.148        6.989   {txt}\\
                {res}   (7.453)      (4.754)      (6.702)      (6.409)   {txt}\\
{txt}Agricultural P~t{res}    23.929***    19.042***    18.816***    17.446***{txt}\\
                {res}   (3.773)      (2.800)      (3.046)      (3.061)   {txt}\\
{txt}Recent Entrant  {res}    -5.023***    -4.612***    -4.577***    -4.602***{txt}\\
                {res}   (0.631)      (0.448)      (0.617)      (0.680)   {txt}\\
{txt}Fully Floating~y{res}    -9.909**     -3.965       -7.758*     -10.356** {txt}\\
                {res}   (3.828)      (3.856)      (4.657)      (4.581)   {txt}\\
{txt}Remedies User   {res}   -16.168**     -8.696      -11.084*     -12.866*  {txt}\\
                {res}   (7.718)      (5.360)      (6.678)      (6.587)   {txt}\\
{txt}Constant        {res}    22.052      104.739***    85.488***    58.503*  {txt}\\
                {res}  (38.362)     (25.137)     (31.422)     (30.859)   {txt}\\
{txt}{hline 68}
{txt}N               {res}    163097       385798       296768       284286   {txt}\\
{txt}R-squared       {res}      0.33            .            .            .   {txt}\\
{txt}rmse            {res}    21.681            .            .            .   {txt}\\
{txt}{hline 68}
{txt}* p<0.10, ** p<0.05, *** p<0.01

{com}. 
{txt}end of do-file

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/krzysztofpelc/Dropbox/multiple_imputation/replication/replication_log.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}30 Jun 2017, 12:17:34
{txt}{.-}
{smcl}
{txt}{sf}{ul off}